{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "937aab93-5488-496e-bbcc-66b991b5b3d8",
   "metadata": {},
   "source": [
    "# jisuan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "fd545685-e612-4935-8e25-d143c8762946",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "482\n"
     ]
    }
   ],
   "source": [
    "print(2^30*16)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "251bba92-b04d-469c-890e-dea6d2c8d614",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "54.83689498901367\n"
     ]
    }
   ],
   "source": [
    "print(4378*4378*3/1024/1024)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "45ae5a70-7ef1-432a-93aa-08716eff2613",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "298.7818221606244\n"
     ]
    }
   ],
   "source": [
    "print(16*1024/54.836)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "eaaf3f53-a016-473b-900f-d0a8de40fb1b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "301989888\n"
     ]
    }
   ],
   "source": [
    "print(12*12*1024*1024*2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d88a8309-88b4-4d6a-8510-244e384c9f75",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "9e426b26-df4a-4e71-aed8-06987b6a579a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "x=np.linspace(0,2*np.pi,100)\n",
    "y_sin=np.sin(x)\n",
    "y_cos=np.cos(x)\n",
    "plt.figure(figsize=(8,4))\n",
    "plt.plot(x,y_sin,color='red',linestyle='--',label='sin(x)')\n",
    "plt.plot(x,y_cos,color='blue',linestyle='--',label='cos(x)')\n",
    "plt.xlabel('x')\n",
    "plt.ylabel('y')\n",
    "plt.title('cos and sin')\n",
    "plt.legend()\n",
    "plt.grid(alpha=0.3)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2b487b2c-453d-437e-a8e3-d39d71ce82eb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Overwriting earth.csv\n"
     ]
    }
   ],
   "source": [
    "%%writefile earth.csv\n",
    "Year,Money\n",
    "1990,38\n",
    "1991,49\n",
    "1992,53\n",
    "1993,58\n",
    "1994,65\n",
    "1995,70"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c9654a3c-fe8a-4a82-a2da-6024d7e5c0fe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<function matplotlib.pyplot.show(close=None, block=None)>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df=pd.read_csv('earth.csv')\n",
    "\n",
    "\n",
    "plt.figure(figsize=(8, 5))\n",
    "plt.plot(df['Year'],df['Money'],marker='o',color='green',linewidth=2)\n",
    "plt.title('Money change from 1990 to 1995')\n",
    "plt.xlabel('Year')\n",
    "plt.ylabel('Money')\n",
    "plt.grid(True,alpha=0.3)\n",
    "plt.show\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "020056f3-92e9-4861-8a9f-70cf4d29952b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
